Sentiment Analysis API + Shopify Integration

Why connect them

The Sentiment Analysis API in Shopify.

Shopify powers millions of online stores worldwide. Integrating APIs with Shopify enables automated fraud detection, customer data validation, and real-time order enrichment. Protect your store and enhance customer data quality.

What you can build

Workflows worth wiring.

Validate customer email addresses to reduce fake orders

Check IP geolocation to detect potentially fraudulent transactions

Enrich customer profiles with additional data for personalization

Verify phone numbers before SMS marketing campaigns

Templates

Ready-made ideas.

New product review in Shopify Analyze review text → tag review with sentimentText and comparative for product insights

Product Review Sentiment in Shopify

Score Shopify product reviews with sentiment labels and comparative scores for product intelligence.

New product review in Shopify Analyze review → if isNegative is true, flag review for urgent response with normalizedScore

Negative Review Alert for Shopify

Flag negative Shopify reviews for immediate response using the isNegative indicator.

Setup

Connect it in a few steps.

Set up with Zapier

1
Set the trigger. Create a Zap with Shopify as the trigger app and "New order" as the event. Connect your account.
2
Add the API action. Add APIVerve as the action, select the Sentiment Analysis API, and map your trigger data to the request.
3
Send it back. Add a second Shopify action for "Create order" and map the returned fields (like comparative) into it.
4
Test & turn on. Test the Zap with real data to confirm the mapping, then turn it on.

Set up with Make

1
Add the trigger. Create a scenario and add a Shopify module set to "New order". Authenticate your account.
2
Call the API. Add an HTTP module pointing at api.apiverve.com/v1/sentimentanalysis with your x-api-key header. Pass the trigger's data as the input.
3
Parse & map. Add a JSON module to read the response, then a Shopify module for "Create order". Map fields like data.comparative into place.
4
Activate. Run once to confirm the mapping, then switch the scenario on and set its schedule.

Set up with n8n

1
Add the trigger node. Start a workflow with a Shopify trigger node for "New order" and connect your credentials.
2
Add an HTTP Request node. Point it at api.apiverve.com/v1/sentimentanalysis using Header Auth (x-api-key). Feed in the trigger data.
3
Map with expressions. Add a Shopify node for "Create order" and reference the response with expressions such as {{ $json.data.comparative }}.
4
Execute & activate. Execute manually to verify, then activate the workflow for production.

The payload

What Shopify receives.

comparative0.25

sentimentText"positive"

sentiment3

isPositivetrue

isNegativefalse

normalizedScore0.3

Sentiment Analysis API + Shopify